ts_quantile: Quantile Plot for Time Series

In TSstudio: Functions for Time Series Analysis and Forecasting

Quantile Plot for Time Series

Description

A quantile plot of time series data, allows the user to display a quantile plot of a series by a subset period

Usage

ts_quantile(ts.obj, upper = 0.75, lower = 0.25, period = NULL,
  n = 1, title = NULL, Xtitle = NULL, Ytitle = NULL)

Arguments

ts.obj	A univariate time series object of a class "zoo", "xts", or data frame family ("data.frame", "data.table", "tbl")
upper	A numeric value between 0 and 1 (excluding 0, and greater than the "lower" argument) set the upper bound of the quantile plot (using the "probs" argument of the quantile function). By default set to 0.75
lower	A numeric value between 0 and 1 (excluding 1, and lower than the "upper" argument) set the upper bound of the quantile plot (using the "probs" argument of the quantile function). By default set to 0.25
period	A character, set the period level of the data for the quantile calculation and plot representation. Must be one level above the input frequency (e.g., an hourly data can represent by daily, weekdays, monthly, quarterly and yearly). Possible options c("daily", "weekdays", "monthly", "quarterly", "yearly")
n	An integer, set the number of plots rows to display (by setting the nrows argument in the subplot function), must be an integer between 1 and the frequency of the period argument.
title	A character, set the plot title, default set to NULL
Xtitle	A character, set the X axis title, default set to NULL
Ytitle	A character, set the Y axis title, default set to NULL

Examples

## Not run: 

# Loading the UKgrid package to pull a multie seasonality data
require(UKgrid)

UKgrid_half_hour <- extract_grid(type = "xts", aggregate = NULL)

# Plotting the quantile of the UKgrid dataset
# No period subset
ts_quantile(UKgrid_half_hour, 
period = NULL, 
title = "The UK National Grid Net Demand for Electricity - Quantile Plot")
 
# Plotting the quantile of the UKgrid dataset
# Using a weekday subset
ts_quantile(UKgrid_half_hour, 
period = "weekdays",
title = "The UK National Grid Net Demand for Electricity - by Weekdays")

# Spacing the plots by setting the 
# number of rows of the plot to 2
ts_quantile(UKgrid_half_hour, 
period = "weekdays",
title = "The UK National Grid Net Demand for Electricity - by Weekdays",
n = 2)

## End(Not run)

TSstudio documentation built on Aug. 9, 2023, 9:06 a.m.